Abstract: An overview study was made on prime software reliability models proposed by the researchers in the last decades for accurate reliability analysis and forecasting. Firstly, the major models are classified into the analytic models and the heuristic models based on their mathematical theories. Secondly, studies and analyses on the model assumptions and main ideas are presented in this paper. Finally, the current trends and existing problems in the software reliability models are addressed.